Class information for:
Level 1: PRIVACY PRESERVING DATA MINING//STATISTICAL DISCLOSURE CONTROL//K ANONYMITY

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
7434 1368 31.6 32%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
687 3       AUXILIARY INFORMATION//PUBLIC OPINION QUARTERLY//SURVEY METHODOLOGY 8175
3222 2             PRIVACY PRESERVING DATA MINING//STATISTICAL DISCLOSURE CONTROL//K ANONYMITY 2032
7434 1                   PRIVACY PRESERVING DATA MINING//STATISTICAL DISCLOSURE CONTROL//K ANONYMITY 1368

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 PRIVACY PRESERVING DATA MINING authKW 1569704 6% 88% 80
2 STATISTICAL DISCLOSURE CONTROL authKW 1464599 5% 91% 72
3 K ANONYMITY authKW 1353024 6% 70% 86
4 DIFFERENTIAL PRIVACY authKW 860011 5% 61% 63
5 MICROAGGREGATION authKW 808650 4% 72% 50
6 ANONYMIZATION authKW 685775 4% 59% 52
7 DISCLOSURE RISK authKW 542896 2% 81% 30
8 PRIVACY authKW 530543 20% 9% 270
9 DATA ANONYMIZATION authKW 415479 2% 85% 22
10 DATA PERTURBATION authKW 408037 2% 63% 29

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Information Systems 36995 43% 0% 583
2 Computer Science, Artificial Intelligence 15105 28% 0% 378
3 Computer Science, Theory & Methods 5205 17% 0% 238
4 Medical Informatics 4194 7% 0% 95
5 Computer Science, Software Engineering 4060 13% 0% 177
6 Statistics & Probability 3804 13% 0% 181
7 Computer Science, Hardware & Architecture 2485 8% 0% 107
8 Operations Research & Management Science 1163 7% 0% 96
9 Computer Science, Interdisciplinary Applications 1075 8% 0% 111
10 Social Sciences, Mathematical Methods 589 3% 0% 37

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 UNESCO CHAIR DATA PRIVACY 186985 2% 31% 27
2 SOFTWARE ENGN MED 79710 0% 71% 5
3 DISCLOSURE AVOIDANCE 59516 0% 67% 4
4 DEIC 55794 0% 50% 5
5 IIIA 53439 2% 11% 22
6 GIS INFRASTRUCT 44639 0% 100% 2
7 INVEST INTEL LIGENCIA ARTIFICIAL CSIC 44639 0% 100% 2
8 OPERAT VISITOR SERV ECT INFORMAT MANAG 44639 0% 100% 2
9 SERV METODOL BASE PROD STAT 44639 0% 100% 2
10 SERV PROGETTAZ SUPPORTO METODOL 44639 0% 100% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 JOURNAL OF OFFICIAL STATISTICS 47048 2% 9% 24
2 DATA & KNOWLEDGE ENGINEERING 35103 3% 4% 44
3 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 32268 5% 2% 66
4 KNOWLEDGE AND INFORMATION SYSTEMS 23019 2% 3% 33
5 ACM TRANSACTIONS ON DATABASE SYSTEMS 17745 2% 3% 25
6 VLDB JOURNAL 16728 2% 4% 21
7 IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING 13377 1% 4% 17
8 INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS 10091 2% 2% 22
9 DATA MINING AND KNOWLEDGE DISCOVERY 9786 1% 3% 16
10 SORT-STATISTICS AND OPERATIONS RESEARCH TRANSACTIONS 8736 1% 6% 7

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 PRIVACY PRESERVING DATA MINING 1569704 6% 88% 80 Search PRIVACY+PRESERVING+DATA+MINING Search PRIVACY+PRESERVING+DATA+MINING
2 STATISTICAL DISCLOSURE CONTROL 1464599 5% 91% 72 Search STATISTICAL+DISCLOSURE+CONTROL Search STATISTICAL+DISCLOSURE+CONTROL
3 K ANONYMITY 1353024 6% 70% 86 Search K+ANONYMITY Search K+ANONYMITY
4 DIFFERENTIAL PRIVACY 860011 5% 61% 63 Search DIFFERENTIAL+PRIVACY Search DIFFERENTIAL+PRIVACY
5 MICROAGGREGATION 808650 4% 72% 50 Search MICROAGGREGATION Search MICROAGGREGATION
6 ANONYMIZATION 685775 4% 59% 52 Search ANONYMIZATION Search ANONYMIZATION
7 DISCLOSURE RISK 542896 2% 81% 30 Search DISCLOSURE+RISK Search DISCLOSURE+RISK
8 PRIVACY 530543 20% 9% 270 Search PRIVACY Search PRIVACY
9 DATA ANONYMIZATION 415479 2% 85% 22 Search DATA+ANONYMIZATION Search DATA+ANONYMIZATION
10 DATA PERTURBATION 408037 2% 63% 29 Search DATA+PERTURBATION Search DATA+PERTURBATION

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 JIANG, XQ , SARWATE, AD , OHNO-MACHADO, L , (2013) PRIVACY TECHNOLOGY TO SUPPORT DATA SHARING FOR COMPARATIVE EFFECTIVENESS RESEARCH A SYSTEMATIC REVIEW.MEDICAL CARE. VOL. 51. ISSUE 8. P. S58-S65 38 93% 5
2 GKOULALAS-DIVANIS, A , LOUKIDES, G , SUN, JM , (2014) PUBLISHING DATA FROM ELECTRONIC HEALTH RECORDS WHILE PRESERVING PRIVACY: A SURVEY OF ALGORITHMS.JOURNAL OF BIOMEDICAL INFORMATICS. VOL. 50. ISSUE . P. 4 -19 32 73% 23
3 TORRA, V , NAVARRO-ARRIBAS, G , (2014) DATA PRIVACY.WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY. VOL. 4. ISSUE 4. P. 269 -280 30 86% 0
4 SALAZAR-GONZALEZ, JJ , (2008) STATISTICAL CONFIDENTIALITY: OPTIMIZATION TECHNIQUES TO PROTECT TABLES.COMPUTERS & OPERATIONS RESEARCH. VOL. 35. ISSUE 5. P. 1638 -1651 35 83% 8
5 MORTAZAVI, R , JALILI, S , (2014) FAST DATA-ORIENTED MICROAGGREGATION ALGORITHM FOR LARGE NUMERICAL DATASETS.KNOWLEDGE-BASED SYSTEMS. VOL. 67. ISSUE . P. 195 -205 25 96% 3
6 EL EMAM, K , PATON, D , DANKAR, F , KORU, G , (2011) DE-IDENTIFYING A PUBLIC USE MICRODATA FILE FROM THE CANADIAN NATIONAL DISCHARGE ABSTRACT DATABASE.BMC MEDICAL INFORMATICS AND DECISION MAKING. VOL. 11. ISSUE . P. - 25 96% 0
7 MORTAZAVI, R , JALILI, S , (2016) ENHANCING AGGREGATION PHASE OF MICROAGGREGATION METHODS FOR INTERVAL DISCLOSURE RISK MINIMIZATION.DATA MINING AND KNOWLEDGE DISCOVERY. VOL. 30. ISSUE 3. P. 605 -639 21 100% 0
8 GAL, TS , TUCKER, TC , GANGOPADHYAY, A , CHEN, ZY , (2014) A DATA RECIPIENT CENTERED DE-IDENTIFICATION METHOD TO RETAIN STATISTICAL ATTRIBUTES.JOURNAL OF BIOMEDICAL INFORMATICS. VOL. 50. ISSUE . P. 32 -45 26 81% 4
9 MORTAZAVI, R , JALILI, S , (2015) PREFERENCE-BASED ANONYMIZATION OF NUMERICAL DATASETS BY MULTI-OBJECTIVE MICROAGGREGATION.INFORMATION FUSION. VOL. 25. ISSUE . P. 85 -104 27 79% 0
10 LU, HB , VAIDYA, J , ATLURI, V , LI, YJ , (2015) STATISTICAL DATABASE AUDITING WITHOUT QUERY DENIAL THREAT.INFORMS JOURNAL ON COMPUTING. VOL. 27. ISSUE 1. P. 20 -34 24 89% 0

Classes with closest relation at Level 1


Rank Class id link
1 17956 LOCATION PRIVACY//PARTICIPATORY SENSING//MOBILE CROWD SENSING
2 13842 ELECTRONIC VOTING//MIX NET//ANONYMOUS COMMUNICATION
3 35648 DISTRIBUTED DENSITY ESTIMATION//IDU GRP//P2P DATA MINING
4 30058 USER BEHAVIOR SIMILARITY//LOCATION PROXIMITY//WEB BASED SOCIAL NETWORKS
5 18526 CLOUD STORAGE//PROVABLE DATA POSSESSION//PUBLIC AUDITING
6 7314 ZERO KNOWLEDGE//OBLIVIOUS TRANSFER//JOURNAL OF CRYPTOLOGY
7 10353 ACCESS CONTROL//RBAC//ROLE BASED ACCESS CONTROL
8 7708 JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION//NATURAL LANGUAGE PROCESSING//BIOMED INFORMAT
9 28812 DATA SYNOPSES//SELECTIVITY ESTIMATION//MULTIDIMENSIONAL DATA MANAGEMENT
10 16261 ENTITY RESOLUTION//RECORD LINKAGE//PROBABILISTIC RECORD LINKAGE

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